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Hands-On Natural Language Processing with Python by Rajalingappaa Shanmugamani, Rajesh Arumugam

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Textual Entailment

Textual Entailment (TE) predicts whether the facts in different texts are the same. The following is a visualization from http://demo.allennlp.org/textual-entailment:

The premise is: If you help the needy, God will reward you. The hypothesis is: Giving money to the poor has good consequences. The probabilities of Entailment, Contradiction, and Neutral are presented. 

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